Background Information and Research Question:

I wanted to focus on linear regression. Electric cars are typically $6000 to $7000 more than their gas counterparts. So it is already more of an investment.

The data set

This collection of data on electric vehicles came from Kaggle. The original set included 360 observations and 9 variables.

https://www.kaggle.com/datasets/fatihilhan/electric-vehicle-specifications-and-prices/

Data Fields: Battery: The capacity of the vehicle’s battery in kilowatt-hours (kWh). Car_name: The model name of the electric vehicle. Car_name_link: A direct link to the corresponding page on EV Database for more in-depth information. Efficiency: The energy efficiency rating of the vehicle in watt-hours per kilometer (Wh/km). Fast_charge: The fast-charging capability of the vehicle in minutes for a certain charging percentage. Price.DE.: The price of the electric vehicle in Germany. Range: The driving range of the vehicle on a single charge in kilometers. Top_speed: The maximum speed the vehicle can achieve in kilometers per hour. Acceleration..0.100.: The acceleration time from 0 to 100 kilometers per hour.

Qualitative Variable included in the data set.

Slide with Plot

Page plot

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